scikit-lego
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koaning
Extra blocks for scikit-learn pipelines.
Scikit-lego is a great asset and the future of this library is important. The meta-modelling option employs the `from sklearn.utils.metaestimators import if_delegate_has_method` method. However, this method is depreciated in the...
Hi all, I am a data scientist who is working mainly on the time series problems. Usually, the best features are lags, rolling means and target encoders. I have already...
As [discussed in #586](https://github.com/koaning/scikit-lego/pull/586#discussion_r1385475426), although most of the library features are documented in the user guide, the best way to showcase how to access and use each class/function would be...
The method in preprocessing.Outlier_Remover transform_train should be changed to fit_transform or transform.
# Description I'm proposing adding one page to the User Guide as a Landing / starting point for going through the examples. ## Where This could be the page you...
Currently, GMMClassifier always uses the same number of components to fit a model on each class. The number of components providing the best "fit" for the data is rarely the...
[`QuantileRegressor`](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.QuantileRegressor.html#sklearn.linear_model.QuantileRegressor) made it into scikit-learn some time ago already. As in the future other features could lose the _experimental status_ and be incorporated as well (I am looking at you...
# Description In #604 there was a tiny hint at this 😂 In this PR I tried to remove the use of pandas from `GroupedTimeSeriesSplit` by moving on numpy backend....
# Description Introduces `WithoutLiersCV` as discussed in #307. To be able to follow different cross validation _strategies_, the idea is to take a CV object as input and exclude the...
Hi, I'm working on a task to encode timestamps (more specifically, weekdays) and I noticed RepeatingBasisFunction does not work correctly with weekday=0 and weekday=6: the outputs for both are the...
